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Automation Risk Analysis

Will “Forestry Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #84 of 702. Estimated risk: 1.9%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

50%

“Forestry Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Forestry Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Civil Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.

Avg. Annual Salary $107,050
Avg. Hourly Wage $51.47
Available Jobs (US) 355,410
Job Title & Hierarchy Code (SOC) Civil Engineers #17-2051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Civil Engineers”

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Core Skills & Abilities

  • Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.

  • Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.

  • Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.

  • Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.

  • Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

  • Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.

  • Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.

  • Manage and direct the construction, operations, or maintenance activities at project site.

  • Design energy-efficient or environmentally sound civil structures.

  • Identify environmental risks and develop risk management strategies for civil engineering projects.

  • Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

  • Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.

  • Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.

  • Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

  • Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

  • Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

Technologies & Software

  • Supervisory control and data acquisition SCADA software
  • HEC-1
  • Microsoft ActiveX
  • ChatGPT (OpenAI)
  • Cost estimating software
  • WinTR-55
  • Gemini (Google)
  • The Gordian Group PROGEN Online
  • Autodesk AutoCAD
  • Autodesk AutoCAD Civil 3D
  • Email software
  • Bridge design software
  • Scheduling software
  • ESRI ArcGIS software
  • Bentley STAAD
  • Autodesk AI
  • HydroCAD Software Solutions HydroCAD Stormwater Modeling System
  • Road design software
  • Mistral (Mistral AI)
  • Bentley InRoads Suite
  • National Instruments LabVIEW
  • Corel WordPerfect Office Suite
  • C
  • Verilog
  • GitHub Copilot
  • Claude (Anthropic)
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft Outlook
  • Trimble Geomatics Office
  • Oracle JD Edwards EnterpriseOne
  • Bentley Haestad Methods CivilStorm
  • ANSYS AI Simulation
  • Oracle Primavera Enterprise Project Portfolio Management
  • Hydraulic modeling software
  • Formula translation/translator FORTRAN
  • Extensible markup language XML
  • Microsoft Exchange
  • DeepSeek
  • Qwen (Alibaba)
  • Perplexity AI
  • Microsoft Access
  • Dassault Systemes CATIA
  • GT STRUDL
  • Microsoft Excel
  • Microsoft Word
  • MAYA Nastran
  • Shell script
  • Dassault Systemes Abaqus
  • Llama (Meta)
  • SmugMug Flickr
  • Microsoft Dynamics
  • Microsoft Office software
  • Gemini Code Assist
  • Intergraph MGE
  • Cartography software
  • Procore software
  • SAP software
  • Autodesk Revit
  • Microsoft PowerPoint
  • ESRI ArcInfo
  • Spreadsheet software
  • Web browser software
  • Geographic information system GIS software
  • Microsoft Project
  • Kimi (Moonshot AI)
  • Mathsoft Mathcad
  • Eagle Point Site Design
  • ESRI ArcView
  • Microsoft Visual Basic
  • Microsoft Internet Explorer
  • Graphics software
  • Finite element analysis FEA software
  • PTC Creo Parametric
  • Nova (Amazon)
  • Apache Subversion SVN
  • Bentley MicroStation
  • Dassault Systemes SolidWorks
  • The MathWorks MATLAB
  • Computer aided design and drafting software CADD
  • AutoCAD AI
  • Stormwater hydrology software
  • Hydraulic analysis software
  • Bentley GeoPak Bridge
  • Grok (xAI)
  • Autodesk Land Desktop
  • Trimble Terramodel
  • Adobe Acrobat
  • HEC-HMS
  • Trimble SketchUp Pro
  • Minitab
  • Theodolites
  • Digital cameras
  • Rhodes arcs
  • Surveying wheels
  • Anemometers
  • Laptop computers
  • Dividers
  • Measuring tapes
  • Compasses
  • Blueprint copiers
  • Laser levels
  • Rolling scales
  • Surveying rods
  • Transit levels
  • Two way radios
  • Thickness gauges
  • Planimeters
  • Total stations
  • Desktop computers
  • Global positioning system GPS receivers
  • Electronic distance measuring devices
  • Steel rules
  • Radar guns
  • Drafting scales
  • Microfilm readers
  • Traffic counters
  • Protractors
  • Precision levels
  • Drafting triangles

Alternative Job Titles